METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA
Analyzing market segmentation can be done by classification based on relationship credit status. One of the conventional method that common to be used is CHAID (Chi squared Automatic Interaction Detection), which is a conventional method using crisp data. In this research, it is used a linguistic te...
| Main Authors: | , |
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| Format: | Thesis |
| Published: |
[Yogyakarta] : Universitas Gadjah Mada
2014
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| Subjects: |
| _version_ | 1797035993834979328 |
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| author | , Muhammad Muhajir , Dr. Abdurakhman, M.Si. |
| author_facet | , Muhammad Muhajir , Dr. Abdurakhman, M.Si. |
| author_sort | , Muhammad Muhajir |
| collection | UGM |
| description | Analyzing market segmentation can be done by classification based on
relationship credit status. One of the conventional method that common to be used
is CHAID (Chi squared Automatic Interaction Detection), which is a conventional
method using crisp data. In this research, it is used a linguistic term as an input
data because the credit status rating can be expressed using the language
(linguistic term) and it is a set of data in fuzzy form. To generate the input data in
the form of fuzzy it is performed a fuzzification process on the data after
construction of decision tree using CHAID analysis. The process is called Fuzzy
CHAID. Fuzzy CHAID method can handle classification problems uncertainty in
data, which interrelated with human thinking and human perception. The
induction fuzzy algorithm to CHAID can be used to soften the sharp decision
boundaries on the traditional CHAID algorithm.
Keywords: Relationship Segmentation, Classification, CHAID, Fuzzy CHAID |
| first_indexed | 2024-03-13T23:39:08Z |
| format | Thesis |
| id | oai:generic.eprints.org:133389 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T23:39:08Z |
| publishDate | 2014 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1333892016-03-04T08:02:30Z https://repository.ugm.ac.id/133389/ METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA , Muhammad Muhajir , Dr. Abdurakhman, M.Si. ETD Analyzing market segmentation can be done by classification based on relationship credit status. One of the conventional method that common to be used is CHAID (Chi squared Automatic Interaction Detection), which is a conventional method using crisp data. In this research, it is used a linguistic term as an input data because the credit status rating can be expressed using the language (linguistic term) and it is a set of data in fuzzy form. To generate the input data in the form of fuzzy it is performed a fuzzification process on the data after construction of decision tree using CHAID analysis. The process is called Fuzzy CHAID. Fuzzy CHAID method can handle classification problems uncertainty in data, which interrelated with human thinking and human perception. The induction fuzzy algorithm to CHAID can be used to soften the sharp decision boundaries on the traditional CHAID algorithm. Keywords: Relationship Segmentation, Classification, CHAID, Fuzzy CHAID [Yogyakarta] : Universitas Gadjah Mada 2014 Thesis NonPeerReviewed , Muhammad Muhajir and , Dr. Abdurakhman, M.Si. (2014) METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=74038 |
| spellingShingle | ETD , Muhammad Muhajir , Dr. Abdurakhman, M.Si. METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA |
| title | METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA |
| title_full | METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA |
| title_fullStr | METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA |
| title_full_unstemmed | METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA |
| title_short | METODE FUZZY CHAID (CHI-SQUARED AUTOMATIC INTERACTION DETECTION) PADA SEGMENTASI PASAR: STUDI KASUS : ANALISIS KREDIT MACET DI BMT EL BUMMI 372 YOGYAKARTA |
| title_sort | metode fuzzy chaid chi squared automatic interaction detection pada segmentasi pasar studi kasus analisis kredit macet di bmt el bummi 372 yogyakarta |
| topic | ETD |
| work_keys_str_mv | AT muhammadmuhajir metodefuzzychaidchisquaredautomaticinteractiondetectionpadasegmentasipasarstudikasusanalisiskreditmacetdibmtelbummi372yogyakarta AT drabdurakhmanmsi metodefuzzychaidchisquaredautomaticinteractiondetectionpadasegmentasipasarstudikasusanalisiskreditmacetdibmtelbummi372yogyakarta |